Teleo Agents
43982050c3
extract: 2026-03-30-oxford-aigi-automated-interpretability-model-auditing-research-agenda
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 01:07:00 +00:00
Teleo Agents
f22888b539
extract: 2026-03-30-openai-anthropic-joint-safety-evaluation-cross-lab
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 01:01:40 +00:00
Teleo Agents
2dad2e0051
extract: 2026-03-30-lesswrong-hot-mess-critique-conflates-failure-modes
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:52:07 +00:00
Teleo Agents
79f3aad0a0
extract: 2026-03-30-epc-pentagon-blacklisted-anthropic-europe-must-respond
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:55 +00:00
Teleo Agents
06c9d6e03d
extract: 2026-03-30-defense-one-military-ai-human-judgement-deskilling
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:50 +00:00
Teleo Agents
2575d7aaba
extract: 2026-03-30-anthropic-auditbench-alignment-auditing-hidden-behaviors
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:47 +00:00
e9fb48df6a
Merge pull request 'reweave: connect 48 orphan claims via vector similarity' ( #2081 ) from reweave/2026-03-28 into main
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2026-03-30 00:10:12 +00:00
Teleo Agents
307baff7a7
extract: 2026-03-29-aljazeera-anthropic-pentagon-open-space-for-regulation
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:38:44 +00:00
Teleo Agents
d50a919ed5
extract: 2026-03-29-anthropic-alignment-auditbench-hidden-behaviors
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:16:09 +00:00
Teleo Agents
f4b41e4f32
extract: 2026-03-29-slotkin-ai-guardrails-act-dod-autonomous-weapons
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:07:12 +00:00
Teleo Agents
700e82b63a
extract: 2026-03-29-techpolicy-press-anthropic-pentagon-dispute-reverberates-europe
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:03:58 +00:00
Teleo Agents
161289abcf
extract: 2026-03-29-techpolicy-press-anthropic-pentagon-timeline
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:01:54 +00:00
Teleo Agents
6a15937c53
extract: 2026-03-29-openai-our-agreement-department-of-war
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:53:31 +00:00
Teleo Agents
83e3134bc5
extract: 2026-03-29-meridiem-courts-check-executive-ai-power
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:52:51 +00:00
Teleo Agents
d81d010f79
extract: 2026-03-29-congress-diverging-paths-ai-fy2026-ndaa-defense-bills
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:52:47 +00:00
Teleo Agents
50066bd2be
extract: 2026-03-29-anthropic-pentagon-injunction-first-amendment-lin
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:33:02 +00:00
Teleo Pipeline
db5bbf3eb7
reweave: connect 48 orphan claims via vector similarity
...
Threshold: 0.7, Haiku classification, 80 files modified.
Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-03-28 23:04:53 +00:00
efaae04957
theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis:
1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning
2. AI integration follows an inverted-U with systematic overshoot incentives
3. Iterative self-improvement compounds when evaluation separated from generation
- Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence
- Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed
- Why: These are the key boundary conditions on our multi-agent orchestration thesis
Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-28 20:37:30 +00:00
Teleo Agents
0221632322
auto-fix: strip 11 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-27 17:44:31 +00:00
d07355b33b
Extract 5 claims from subconscious.md/tracenet.md stigmergic coordination protocol
...
Source: subconscious.md (Chaga/Guido) and tracenet.md protocol spec
Claims extracted:
- retrieve-before-recompute efficiency (mechanisms, experimental)
- stigmergic coordination scaling (collective-intelligence, experimental)
- surveillance/self-censorship on reasoning traces (ai-alignment, speculative)
- governance-first capital-second sequencing (mechanisms, likely)
- reasoning traces as distinct knowledge primitive (collective-intelligence, experimental)
Cross-domain synthesis: 3 domains touched (mechanisms, collective-intelligence, ai-alignment).
Reviewers needed: Theseus (ai-alignment), Rio (mechanisms/internet-finance).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-27 17:43:04 +00:00
669e7e8817
theseus: add inference governance gap claim + enrich inference shift with TurboQuant
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- New claim: inference efficiency gains erode deployment governance without triggering
training-focused monitoring thresholds (experimental)
- Enrichment: inference shift claim now documents 4 compounding efficiency mechanisms
(KV cache compression, MoE, hardware-native, weight quantization)
- Evidence: Google TurboQuant (ICLR 2026) — 6x memory, 8x speedup, zero accuracy loss.
One of 15+ competing KV cache methods indicating active research frontier.
- Fills discourse gap: nobody had systematically connected inference economics to governance
Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-27 12:15:00 +00:00
06b96df522
theseus: add 3 compute infrastructure claims + source archive
...
- What: 3 structural claims about AI compute governance implications
1. Inference shift favors distributed architectures (experimental)
2. Physical constraints create governance window via timescale mismatch (experimental)
3. Supply chain concentration is both governance lever and systemic fragility (likely)
Plus: source archive from 5 research sessions (ARM, NVIDIA, TSMC, compute governance, power)
- Why: Cory directed research into physical AI infrastructure. Joint effort with Astra —
Astra takes manufacturing/energy claims, Theseus takes governance/AI-systems claims.
- Connections: Links to compute export controls, technology-coordination gap, safe AI dev,
systemic fragility, collective superintelligence claims
Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-27 12:15:00 +00:00
Teleo Agents
28e28f0dc7
auto-fix: strip 3 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-26 03:48:03 +00:00
Teleo Agents
82159c59da
extract: 2026-03-26-international-ai-safety-report-2026
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-26 03:48:03 +00:00
Teleo Agents
4207098983
auto-fix: strip 11 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-26 03:19:26 +00:00
Teleo Agents
108a0d631c
extract: 2026-03-26-anthropic-activating-asl3-protections
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-26 03:19:26 +00:00
Teleo Agents
b3c06598dd
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-26 01:05:12 +00:00
ec2cfc2e63
extract: 2026-03-26-anthropic-activating-asl3-protections ( #1934 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-26 00:55:39 +00:00
Teleo Agents
dffa255594
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/ai-alignment/AI-models-distinguish-testing-from-deployment-environments-providing-empirical-evidence-for-deceptive-alignment-concerns.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-26 00:39:03 +00:00
Teleo Agents
5e3be7ff7c
extract: 2026-03-26-metr-algorithmic-vs-holistic-evaluation
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-26 00:36:22 +00:00
Teleo Agents
f9af958412
extract: 2026-03-26-aisle-openssl-zero-days
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-26 00:32:39 +00:00
Teleo Agents
5e0b296212
auto-fix: strip 15 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-25 11:47:09 +00:00
Teleo Agents
3e302edbf4
extract: 2026-03-25-metr-algorithmic-vs-holistic-evaluation-benchmark-inflation
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-25 11:47:09 +00:00
Teleo Agents
96fd8d2936
extract: 2026-03-25-metr-developer-productivity-rct-full-paper
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-25 00:21:08 +00:00
Teleo Agents
1ef04374c7
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-24 00:23:14 +00:00
Teleo Agents
98d283e794
extract: 2026-01-29-metr-time-horizon-1-1
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 00:17:26 +00:00
Teleo Agents
b4a7cf5204
extract: 2025-05-29-anthropic-circuit-tracing-open-source
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-24 00:16:34 +00:00
Teleo Agents
d2948af681
extract: 2026-03-21-replibench-autonomous-replication-capabilities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 12:38:45 +00:00
Teleo Agents
93dd536a03
extract: 2026-02-24-anthropic-rsp-v3-voluntary-safety-collapse
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:32:06 +00:00
Teleo Agents
df33272fbd
extract: 2026-03-20-metr-modeling-assumptions-time-horizon-reliability
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:24:04 +00:00
Teleo Agents
f5d067ce01
extract: 2026-02-05-mit-tech-review-misunderstood-time-horizon-graph
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:20:46 +00:00
Teleo Agents
71a17ee799
extract: 2026-02-00-international-ai-safety-report-2026-evaluation-reliability
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-23 00:20:09 +00:00
04ef8702b2
extract: 2026-03-00-mengesha-coordination-gap-frontier-ai-safety ( #1619 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-22 00:39:01 +00:00
Teleo Agents
ebfe0a2194
extract: 2026-03-12-metr-claude-opus-4-6-sabotage-review
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 00:36:54 +00:00
Teleo Agents
8049e6fe11
extract: 2025-12-00-aisi-frontier-ai-trends-report-2025
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-22 00:35:18 +00:00
af0d3001ff
leo: fix PR #1569 review issues — soften challenge framing, fix source status
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: changed "directly contradicts" to "complicates" on METR RCT enrichment (RCT measured time-to-completion, not delegation quality). Fixed source status from non-standard "enrichment" to "processed".
- Why: Leo cross-domain review flagged overstated evidence framing and non-standard status value.
Pentagon-Agent: Leo <A3DC172B-F0A4-4408-9E3B-CF842616AAE1>
2026-03-21 14:37:17 +00:00
Teleo Agents
a75b94e985
extract: 2026-03-21-metr-evaluation-landscape-2026
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-21 14:37:17 +00:00
Teleo Agents
cd95d844ca
extract: 2025-12-01-aisi-auditing-games-sandbagging-detection-failed
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-21 08:18:05 +00:00
Teleo Agents
7ed2adcb23
extract: 2026-03-21-research-compliance-translation-gap
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-21 00:35:32 +00:00
Teleo Agents
8ca19f38fb
extract: 2026-03-21-ctrl-alt-deceit-rnd-sabotage-sandbagging
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-21 00:34:22 +00:00
Teleo Agents
d9ee1570c4
extract: 2026-03-21-aisi-control-research-program-synthesis
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-21 00:30:55 +00:00
Teleo Agents
544e0ca038
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-20 16:32:57 +00:00
82ea2d4942
extract: 2026-03-18-hks-governance-by-procurement-bilateral ( #1425 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-20 16:25:37 +00:00
89ffe42f9a
extract: 2026-03-20-bench2cop-benchmarks-insufficient-compliance ( #1514 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-20 00:58:44 +00:00
Teleo Agents
c6b7126335
extract: 2026-02-13-noahopinion-smartest-thing-on-earth
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-19 18:50:03 +00:00
Teleo Agents
61b9a8b16e
auto-fix: strip 2 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-19 16:36:04 +00:00
Teleo Agents
6742655420
extract: 2026-02-23-shapira-agents-of-chaos
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 16:36:03 +00:00
Teleo Agents
29eb6e8607
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-19 14:06:36 +00:00
Teleo Agents
2442ab4b44
extract: 2026-03-00-metr-aisi-pre-deployment-evaluation-practice
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 14:06:36 +00:00
Teleo Agents
8598d95858
extract: 2026-03-16-theseus-ai-coordination-governance-evidence
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:55:02 +00:00
Teleo Agents
decc9152a4
extract: 2026-02-24-catalini-simple-economics-agi
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:46:00 +00:00
Teleo Agents
9e0461efab
extract: 2026-02-23-shapira-agents-of-chaos
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:44:52 +00:00
Teleo Agents
a809b58a07
extract: 2025-11-29-sistla-evaluating-llms-open-source-games
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:37:33 +00:00
Teleo Agents
c76e8ce4d9
extract: 2025-09-26-krier-coasean-bargaining-at-scale
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:34:42 +00:00
6ef729b152
extract: 2025-08-00-mccaslin-stream-chembio-evaluation-reporting ( #1364 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-19 01:17:33 +00:00
Teleo Agents
e2dc9f54f0
extract: 2026-03-00-metr-aisi-pre-deployment-evaluation-practice
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:35:04 +00:00
Teleo Agents
3282592dc0
extract: 2026-01-00-kim-third-party-ai-assurance-framework
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:34:22 +00:00
Teleo Agents
2d9199347d
extract: 2024-12-00-uuk-mitigations-gpai-systemic-risks-76-experts
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:30:38 +00:00
Teleo Agents
5ed47fb50e
extract: 2026-03-18-hks-governance-by-procurement-bilateral
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 18:13:42 +00:00
Teleo Agents
cbfd18701e
extract: 2026-03-18-cfr-how-2026-decides-ai-future-governance
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 16:14:44 +00:00
Teleo Agents
a1a9bffbea
extract: 2026-01-15-eu-ai-alliance-seven-feedback-loops
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 11:18:31 +00:00
d0998a23bd
theseus: AI coordination governance evidence — 3 claims + 1 entity
...
- What: 3 claims on coordination governance empirics (binding regulation as
only mechanism that works, transparency declining, compute export controls
as misaligned governance) + UK AISI entity + comprehensive source archive
- Why: targeted research on weakest grounding of B2 ("alignment is coordination
problem"). Found that voluntary coordination has empirically failed across
every mechanism tested (2023-2026). Only binding regulation with enforcement
changes behavior. This challenges the optimistic version of B2 and
strengthens the case for enforcement-backed coordination.
- Connections: confirms voluntary-safety-pledge claim with extensive new
evidence, strengthens nation-state-control claim, challenges alignment-tax
claim by showing the tax is being cut not paid
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 19:35:00 +00:00
03aa9c9a7c
theseus: AI industry landscape — 7 entities + 3 claims from web research
...
- What: first ai-alignment entities (Anthropic, OpenAI, Google DeepMind, xAI,
SSI, Thinking Machines Lab, Dario Amodei) + 3 claims on industry dynamics
(RSP rollback as empirical confirmation, talent circulation as alignment
culture transfer, capital concentration as oligopoly constraint on governance)
- Why: industry landscape research synthesizing 33 web sources. Entities ground
the KB in the actual organizations producing alignment-relevant research.
Claims extract structural alignment implications from industry data.
- Connections: RSP rollback claim confirms voluntary-safety-pledge claim;
investment concentration connects to nation-state-control and alignment-tax
claims; talent circulation connects to coordination-failure claim
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 17:56:38 +00:00
b64fe64b89
theseus: 5 claims from ARIA Scaling Trust programme papers
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: 5 new claims + 6 source archives from papers referenced in
Alex Obadia's ARIA Research tweet on distributed AGI safety
- Sources: Distributional AGI Safety (Tomašev), Agents of Chaos (Shapira),
Simple Economics of AGI (Catalini), When AI Writes Software (de Moura),
LLM Open-Source Games (Sistla), Coasean Bargaining (Krier)
- Claims: multi-agent emergent vulnerabilities (likely), verification
bandwidth as binding constraint (likely), formal verification economic
necessity (likely), cooperative program equilibria (experimental),
Coasean transaction cost collapse (experimental)
- Connections: extends scalable oversight degradation, correlated blind
spots, formal verification, coordination-as-alignment
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 16:46:07 +00:00
b1d810c568
extract: 2025-11-00-sahoo-rlhf-alignment-trilemma ( #1155 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-16 16:18:06 +00:00
Teleo Agents
ab0c92ad94
auto-fix: strip 5 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-16 15:08:47 +00:00
Teleo Agents
74975eb326
extract: 2025-00-00-em-dpo-heterogeneous-preferences
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 15:08:47 +00:00
Teleo Agents
79bb2e382b
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-16 14:36:53 +00:00
Teleo Agents
5d73336c5c
extract: 2026-02-00-an-differentiable-social-choice
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 14:36:53 +00:00
Teleo Agents
7514323608
extract: 2025-06-00-li-scaling-human-judgment-community-notes-llms
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 10:20:28 +00:00
Teleo Agents
2c615310a5
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-15 20:28:16 +00:00
Teleo Agents
d48d2e2c7b
extract: 2025-11-00-operationalizing-pluralistic-values-llm-alignment
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 20:28:16 +00:00
Teleo Pipeline
dbbb07adb1
extract: 2024-11-00-ai4ci-national-scale-collective-intelligence
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:56 +00:00
Teleo Pipeline
e4506bd6ce
extract: 2024-04-00-conitzer-social-choice-guide-alignment
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:21 +00:00
Teleo Pipeline
66767c9b12
extract: 2024-02-00-chakraborty-maxmin-rlhf
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:16 +00:00
d597b26cb4
Merge pull request 'theseus: 3 active inference claims for collective agent architecture (resubmit)' ( #827 ) from theseus/active-inference-claims into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-15 14:24:53 +00:00
Teleo Agents
1785f36a7f
auto-fix: strip 1 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-14 18:23:49 +00:00
Teleo Agents
a086908d4e
theseus: extract from 2024-11-00-ruiz-serra-factorised-active-inference-multi-agent.md
...
- Source: inbox/archive/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 4)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 18:23:49 +00:00
Teleo Agents
62825c3995
auto-fix: address review feedback on 2026-02-00-yamamoto-full-formal-arrow-impossibility.md
...
- Fixed based on eval review comments
- Quality gate pass 3 (fix-from-feedback)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 15:27:14 +00:00
Teleo Agents
8fb7856c82
theseus: extract claims from 2026-02-00-yamamoto-full-formal-arrow-impossibility.md
...
- Source: inbox/archive/2026-02-00-yamamoto-full-formal-arrow-impossibility.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 4)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 15:27:14 +00:00
f884dde98a
theseus: apply Leo's feedback — strengthen descriptions, add cross-links
...
- Claim 1: named 3 structural dimensions in description field
- Claim 2: added reframe to description, linked scalable oversight as contrast
- Claim 3: added challenged_by for reflexive capture, linked social enforcement tension
- All 3: added domain specialization and protocol design cross-links per Leo
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-13 19:29:05 +00:00
55fb571dea
theseus: add 3 claims on collective AI design implications
...
- What: 3 new claims from collective AI design analysis
1. Agent-mediated KBs are structurally novel (core/living-agents/)
2. Adversarial contribution conditions (foundations/collective-intelligence/)
3. Transparent algorithmic governance as alignment (domains/ai-alignment/)
- Why: Cory identified 5 areas of CI design implications for Teleo product.
These 3 are the strongest claim candidates from that analysis.
- Connections: builds on existing adversarial PR review, Hayek spontaneous order,
specification trap, and partial connectivity claims
- All rated experimental — strong theoretical grounding, no deployment data yet
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-13 19:29:05 +00:00
20a9ba6785
theseus: 3 active inference claims + address Leo's review feedback
...
Claims:
1. Agent research direction selection is epistemic foraging
2. Collective attention allocation follows nested active inference
3. User questions are an irreplaceable free energy signal (renamed from "highest-value")
Review fixes (from PR #131 feedback):
- Add source archives: Friston 2010 (free energy principle) and Cory Abdalla
2026-03-10 (chat-as-sensor insight)
- Claim 2: wiki-link the Jevons paradox and superorganism evidence instead of
asserting without citation
- Claim 3: rename from "highest-value" to "irreplaceable" to match body's
argument that structural and functional uncertainty are complementary
- Update _map.md to match renamed claim 3
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-12 12:04:53 +00:00
dd5550bee2
Merge pull request 'theseus: extract claims from 2026-02-00-international-ai-safety-report-2026' ( #474 ) from extract/2026-02-00-international-ai-safety-report-2026 into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-11 15:50:24 +00:00
48bc3682ef
theseus: extract claims from 2026-01-00-mixdpo-preference-strength-pluralistic ( #482 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-11 13:33:17 +00:00
7bc680a5b3
Merge pull request 'theseus: extract claims from 2026-02-25-karpathy-programming-changed-december' ( #132 ) from extract/2026-02-25-karpathy-programming-changed-december into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-11 12:21:06 +00:00
db497155d8
theseus: extract claims from Doshi-Hauser AI creativity experiment ( #484 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: m3taversal <m3taversal@gmail.com>
Co-committed-by: m3taversal <m3taversal@gmail.com>
2026-03-11 09:23:12 +00:00
Teleo Agents
7bbebad91e
theseus: extract claims from 2026-02-00-international-ai-safety-report-2026.md
...
- Source: inbox/archive/2026-02-00-international-ai-safety-report-2026.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 3)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-11 09:03:06 +00:00
Teleo Agents
5c84eb5bce
theseus: extract claims from 2026-02-25-karpathy-programming-changed-december.md
...
- Source: inbox/archive/2026-02-25-karpathy-programming-changed-december.md
- Domain: ai-alignment
- Extracted by: headless extraction cron
Pentagon-Agent: Theseus <HEADLESS>
2026-03-11 02:11:06 +00:00
ccf05c1198
theseus: extract claims from 2026-02-00-anthropic-rsp-rollback ( #190 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-10 20:17:18 +00:00
